Browse State-of-the-Art › Natural Language Understanding › Papers, page 16
Natural Language Understanding
Papers archive 2025-07-28
archive papers tagged: 1,978 · with a code link: 809 · where Syntology ran a sample: 185 (155 with a run with no instrument failure, 30 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (185 of 1,978 tagged: 155 with a run with no instrument failure, 30 where every run was a failure of Syntology's instrument)
Page 16 of 20: papers 1,501 to 1,600 of 1,978, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Rethinking End-to-End Evaluation of Decomposable Tasks: A Case Study on Spoken Language Understanding29 Jun 2021 0 repositories listed
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Building Intelligent Autonomous Navigation Agents25 Jun 2021 0 repositories listed
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Latency-Aware Neural Architecture Search with Multi-Objective Bayesian Optimization22 Jun 2021 0 repositories listed
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Target Model Agnostic Adversarial Attacks with Query Budgets on Language Understanding Models13 Jun 2021 0 repositories listed
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CONDA: a CONtextual Dual-Annotated dataset for in-game toxicity understanding and detection11 Jun 2021 0 repositories listed
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Learning Multilingual Representation for Natural Language Understanding with Enhanced Cross-Lingual Supervision9 Jun 2021 0 repositories listed
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Learning Slice-Aware Representations with Mixture of Attentions4 Jun 2021 0 repositories listed
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SOCCER: An Information-Sparse Discourse State Tracking Collection in the Sports Commentary Domain3 Jun 2021 0 repositories listed
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Builder, we have done it: Evaluating & Extending Dialogue-AMR NLU Pipeline for Two Collaborative Domains1 Jun 2021 0 repositories listed
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Combining Weakly Supervised ML Techniques for Low-Resource NLU1 Jun 2021 0 repositories listed
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Comparing Test Sets with Item Response Theory1 Jun 2021 0 repositories listed
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Continuous Model Improvement for Language Understanding with Machine Translation1 Jun 2021 0 repositories listed
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Identifying and Resolving Annotation Changes for Natural Language Understanding1 Jun 2021 0 repositories listed
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NewsEmbed: Modeling News through Pre-trained Document Representations1 Jun 2021 0 repositories listed
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Nora: The Well-Being Coach1 Jun 2021 0 repositories listed
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Optimizing NLU Reranking Using Entity Resolution Signals in Multi-domain Dialog Systems1 Jun 2021 0 repositories listed
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Inspecting the concept knowledge graph encoded by modern language models27 May 2021 0 repositories listed
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Improved OOD Generalization via Adversarial Training and Pre-training24 May 2021 0 repositories listed
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Introducing the Talk Markup Language (TalkML):Adding a little social intelligence to industrial speech interfaces24 May 2021 0 repositories listed
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Language Understanding for Field and Service Robots in a Priori Unknown Environments21 May 2021 0 repositories listed
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Fine-Tuned Transformers Show Clusters of Similar Representations Across Layers16 May 2021 0 repositories listed
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Is Knowledge Embedding Fully Exploited in Language Understanding? An Empirical Study16 May 2021 0 repositories listed
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A Graph Neural Network Approach for Product Relationship Prediction12 May 2021 0 repositories listed
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10 May 2021 0 repositories listed
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3 May 2021 0 repositories listed
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Multi-class Text Classification using BERT-based Active Learning27 Apr 2021 0 repositories listed
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Semi-supervised Interactive Intent Labeling27 Apr 2021 0 repositories listed
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BERT-CoQAC: BERT-based Conversational Question Answering in Context23 Apr 2021 0 repositories listed
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Pre-training for Spoken Language Understanding with Joint Textual and Phonetic Representation Learning21 Apr 2021 0 repositories listed
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Sattiy at SemEval-2021 Task 9: An Ensemble Solution for Statement Verification and Evidence Finding with Tables21 Apr 2021 0 repositories listed
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Adapting Long Context NLM for ASR Rescoring in Conversational Agents21 Apr 2021 0 repositories listed
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Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems19 Apr 2021 0 repositories listed
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A recipe for annotating grounded clarifications18 Apr 2021 0 repositories listed
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Sequential Cross-Document Coreference Resolution17 Apr 2021 0 repositories listed
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A Comparative Study on Collecting High-Quality Implicit Reasonings at a Large-scale16 Apr 2021 0 repositories listed
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Natural Language Understanding with Privacy-Preserving BERT15 Apr 2021 0 repositories listed
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Zero-Resource Multi-Dialectal Arabic Natural Language Understanding14 Apr 2021 0 repositories listed
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Semantic maps and metrics for science Semantic maps and metrics for science using deep transformer encoders13 Apr 2021 0 repositories listed
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Few-shot Intent Classification and Slot Filling with Retrieved Examples12 Apr 2021 0 repositories listed
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Not All Attention Is All You Need10 Apr 2021 0 repositories listed
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Discrete Reasoning Templates for Natural Language Understanding5 Apr 2021 0 repositories listed
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Exploring Transformers in Emotion Recognition: a comparison of BERT, DistillBERT, RoBERTa, XLNet and ELECTRA5 Apr 2021 0 repositories listed
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Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding5 Apr 2021 0 repositories listed
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What Will it Take to Fix Benchmarking in Natural Language Understanding?5 Apr 2021 0 repositories listed
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Intent Recognition and Unsupervised Slot Identification for Low Resourced Spoken Dialog Systems3 Apr 2021 0 repositories listed
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Is Supervised Syntactic Parsing Beneficial for Language Understanding Tasks? An Empirical Investigation1 Apr 2021 0 repositories listed
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Multi-task Learning Using a Combination of Contextualised and Static Word Embeddings for Arabic Sarcasm Detection and Sentiment Analysis1 Apr 2021 0 repositories listed
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Collaborative construction of lexicographic and parallel datasets for African languages: first assessment30 Mar 2021 0 repositories listed
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Entity Context Graph: Learning Entity Representations fromSemi-Structured Textual Sources on the Web29 Mar 2021 0 repositories listed
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Industry Scale Semi-Supervised Learning for Natural Language Understanding29 Mar 2021 0 repositories listed
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Retraining DistilBERT for a Voice Shopping Assistant by Using Universal Dependencies29 Mar 2021 0 repositories listed
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Are Multilingual Models Effective in Code-Switching?24 Mar 2021 0 repositories listed
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The NLP Cookbook: Modern Recipes for Transformer based Deep Learning Architectures23 Mar 2021 0 repositories listed
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Contextual Biasing of Language Models for Speech Recognition in Goal-Oriented Conversational Agents18 Mar 2021 0 repositories listed
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Robustly Optimized and Distilled Training for Natural Language Understanding16 Mar 2021 0 repositories listed
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LightMBERT: A Simple Yet Effective Method for Multilingual BERT Distillation11 Mar 2021 0 repositories listed
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Meta-Learning with MAML on Trees8 Mar 2021 0 repositories listed
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Overcoming Poor Word Embeddings with Word Definitions5 Mar 2021 0 repositories listed
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Neural model robustness for skill routing in large-scale conversational AI systems: A design choice exploration4 Mar 2021 0 repositories listed
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Natural Language Understanding for Argumentative Dialogue Systems in the Opinion Building Domain3 Mar 2021 0 repositories listed
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A Linguistic Study on Relevance Modeling in Information Retrieval1 Mar 2021 0 repositories listed
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N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking27 Feb 2021 0 repositories listed
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Evaluate On-the-job Learning Dialogue Systems and a Case Study for Natural Language Understanding26 Feb 2021 0 repositories listed
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From Universal Language Model to Downstream Task: Improving RoBERTa-Based Vietnamese Hate Speech Detection24 Feb 2021 0 repositories listed
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Joint Intent Detection And Slot Filling Based on Continual Learning Model22 Feb 2021 0 repositories listed
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MixUp Training Leads to Reduced Overfitting and Improved Calibration for the Transformer Architecture22 Feb 2021 0 repositories listed
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Have Attention Heads in BERT Learned Constituency Grammar?16 Feb 2021 0 repositories listed
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Do as I mean, not as I say: Sequence Loss Training for Spoken Language Understanding12 Feb 2021 0 repositories listed
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A Metamodel and Framework for Artificial General Intelligence From Theory to Practice11 Feb 2021 0 repositories listed
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11 Feb 2021 0 repositories listed
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Statistically Profiling Biases in Natural Language Reasoning Datasets and Models9 Feb 2021 0 repositories listed
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A Hybrid Task-Oriented Dialog System with Domain and Task Adaptive Pretraining8 Feb 2021 0 repositories listed
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The Singleton Fallacy: Why Current Critiques of Language Models Miss the Point8 Feb 2021 0 repositories listed
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An Unsupervised Language-Independent Entity Disambiguation Method and its Evaluation on the English and Persian Languages31 Jan 2021 0 repositories listed
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Knowledge-driven Natural Language Understanding of English Text and its Applications27 Jan 2021 0 repositories listed
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A survey of joint intent detection and slot-filling models in natural language understanding20 Jan 2021 0 repositories listed
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Exploring Lexical Irregularities in Hypothesis-Only Models of Natural Language Inference19 Jan 2021 0 repositories listed
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Understanding in Artificial Intelligence17 Jan 2021 0 repositories listed
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A character representation enhanced on-device Intent Classification12 Jan 2021 0 repositories listed
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6 Jan 2021 0 repositories listed
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2 Jan 2021 0 repositories listed
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HyperGrid Transformers: Towards A Single Model for Multiple Tasks1 Jan 2021 0 repositories listed
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Later Span Adaptation for Language Understanding1 Jan 2021 0 repositories listed
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Learning Chess Blindfolded1 Jan 2021 0 repositories listed
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Monte-Carlo Planning and Learning with Language Action Value Estimates1 Jan 2021 0 repositories listed
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Discourse-level Relation Extraction via Graph Pooling1 Jan 2021 0 repositories listed
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Pre-training Text-to-Text Transformers to Write and Reason with Concepts1 Jan 2021 0 repositories listed
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Accurate Word Representations with Universal Visual Guidance30 Dec 2020 0 repositories listed
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Out of Order: How Important Is The Sequential Order of Words in a Sentence in Natural Language Understanding Tasks?30 Dec 2020 0 repositories listed
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I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling24 Dec 2020 0 repositories listed
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Towards Incorporating Entity-specific Knowledge Graph Information in Predicting Drug-Drug Interactions21 Dec 2020 0 repositories listed
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15 Dec 2020 0 repositories listed
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LRC-BERT: Latent-representation Contrastive Knowledge Distillation for Natural Language Understanding14 Dec 2020 0 repositories listed
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Generative Adversarial Networks for Annotated Data Augmentation in Data Sparse NLU9 Dec 2020 0 repositories listed
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Towards Coinductive Models for Natural Language Understanding. Bringing together Deep Learning and Deep Semantics9 Dec 2020 0 repositories listed
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Evaluating Cross-Lingual Transfer Learning Approaches in Multilingual Conversational Agent Models7 Dec 2020 0 repositories listed
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Improvements and Extensions on Metaphor Detection7 Dec 2020 0 repositories listed
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Using multiple ASR hypotheses to boost i18n NLU performance7 Dec 2020 0 repositories listed
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A Comparison of Natural Language Understanding Platforms for Chatbots in Software Engineering4 Dec 2020 0 repositories listed
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Delexicalized Paraphrase Generation4 Dec 2020 0 repositories listed